将组学分析纳入欧洲转基因生物风险评估:以大豆田间试验为例

IF 5.9 3区 环境科学与生态学 Q1 Environmental Science Environmental Sciences Europe Pub Date : 2023-02-21 DOI:10.1186/s12302-023-00715-6
Rafael Fonseca Benevenuto, Caroline Bedin Zanatta, Friedrich Waßmann, Michael F. Eckerstorfer, Sarah Zanon Agapito-Tenfen
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引用次数: 1

摘要

在欧洲,转基因生物(GMOs)必须经过包括强制性风险评估在内的授权程序。根据欧洲食品安全局(EFSA)的相关指导,转基因生物风险评估的支柱之一是对其成分和农艺特征进行比较分析。这种有针对性的方法因其局限性而受到批评,因为它只考虑预先确定的化合物,不足以根据具体情况评估全面的相关化合物,包括毒素和抗营养物质。基于先进的非靶向组学技术的策略已经被提议作为一种潜在的更广泛的方法来实施到风险评估框架的初始步骤中。在这里,我们提供了一个基于系统生物学方法的一步一步组学分析的例子,以适应欧洲转基因生物监管的背景。我们对含有cry1Ac和cp4epsps转基因插入物的转基因(GM) Intacta™Roundup Ready™2 Pro大豆进行了田间试验,并分析了其与非转基因对应物和参考品种的蛋白质组学特征。基于欧洲食品安全局的比较终点-终点方法,蛋白质组学分析显示,在等效性测试中,来自转基因生物的6个蛋白质超出了参考品种(rv) 99%的耐受性区间。有趣的是,从近等基因(非转基因)比较器中,我们发现多达10种蛋白质超出了上述rv的等效限制。根据欧洲食品安全局的统计指南,转基因生物与其非转基因比较物之间代谢物丰度的差异不会被认为具有生物学相关性,因为所有关注的化合物都保持在商业房车的等效限制范围内。通过我们提出的系统生物学方法评估蛋白质组学和代谢组学数据,我们发现70个蛋白质和代谢物木糖糖在转基因生物和非转基因比较物之间存在差异表达。通过功能性生物网络分析揭示了这些结果的生物学相关性,其中我们发现了与蛋白质合成和蛋白质加工相关的几种代谢途径的改变。此外,过敏原分析鉴定出43种具有致敏潜力的蛋白在转基因大豆品种中存在差异表达。我们的研究结果表明,在转基因生物的风险评估中实施先进的非靶向组学技术将能够早期和全面地评估可能的不良影响。提出的方法可以更好地理解基因改造对植物代谢的特定非预期影响,所涉及的生物网络及其相互作用,并允许在第一时间制定和调查专门的风险假设。我们根据EFSA的比较评估得出了详细的比较结论,并提供了科学的论据和例子,说明当前的比较方法如何不适合目的。
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Integration of omics analyses into GMO risk assessment in Europe: a case study from soybean field trials

In Europe, genetically modified organisms (GMOs) are subject to an authorization process including a mandatory risk assessment. According to the respective guidance by the European Food Safety Authority (EFSA), one of the pillars of this GMO risk assessment is a comparative analysis of the compositional and agronomic characteristics. This targeted approach has been criticized for its limitations, as it only considers pre-determined compounds, being insufficient to assess a comprehensive range of relevant compounds, including toxins and anti-nutrients, on a case-specific basis. Strategies based on advanced untargeted omics technologies have been proposed as a potential broader approach to be implemented into the initial step of the risk assessment framework. Here, we provide an example of a step-by-step omics analysis based on systems biology approach to fit into the context of European GMO regulation. We have performed field trial experiments with genetically modified (GM) Intacta™ Roundup Ready™ 2 Pro soybean containing both cry1Ac and cp4epsps transgenic inserts and analyzed its proteomic profile against the non-GM counterpart and reference varieties. Based on EFSA’s comparative endpoint-by-endpoint approach, the proteomics analysis revealed six proteins from the GMO outside the 99% tolerance intervals of reference varieties (RVs) in the equivalence test. Interestingly, from the near-isogenic (non-GM) comparator we found as many as ten proteins to be outside of the said RVs’ equivalence limits. According to EFSA’s statistical guidelines, differences found in metabolite abundance between a GMO and its non-GM comparator would not be considered biologically relevant as all compounds of concern remained within the equivalence limits of commercial RVs. By assessing the proteomic and metabolomic data through our proposed systems biology approach, we found 70 proteins, and the metabolite xylobiose as differentially expressed between the GMO and its non-GM comparator. Biological relevance of such results was revealed through a functional biological network analysis, where we found alterations in several metabolic pathways related to protein synthesis and protein processing. Moreover, the allergenicity analysis identified 43 proteins with allergenic potential being differentially expressed in the GM soybean variety. Our results demonstrate that implementation of advanced untargeted omics technologies in the risk assessment of GMOs will enable early and holistic assessment of possible adverse effects. The proposed approach can provide a better understanding of the specific unintended effects of the genetic modification on the plant’s metabolism, the involved biological networks, and their interactions, and allows to formulate and investigate dedicated risk hypotheses in the first place. We draw conclusions on a detailed comparison with the comparative assessment according to EFSA and provide scientific arguments and examples on how the current comparative approach is not fit for purpose.

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来源期刊
Environmental Sciences Europe
Environmental Sciences Europe Environmental Science-Pollution
CiteScore
9.20
自引率
1.70%
发文量
110
审稿时长
13 weeks
期刊介绍: ESEU is an international journal, focusing primarily on Europe, with a broad scope covering all aspects of environmental sciences, including the main topic regulation. ESEU will discuss the entanglement between environmental sciences and regulation because, in recent years, there have been misunderstandings and even disagreement between stakeholders in these two areas. ESEU will help to improve the comprehension of issues between environmental sciences and regulation. ESEU will be an outlet from the German-speaking (DACH) countries to Europe and an inlet from Europe to the DACH countries regarding environmental sciences and regulation. Moreover, ESEU will facilitate the exchange of ideas and interaction between Europe and the DACH countries regarding environmental regulatory issues. Although Europe is at the center of ESEU, the journal will not exclude the rest of the world, because regulatory issues pertaining to environmental sciences can be fully seen only from a global perspective.
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